@jessebrizzi Sorry for the slow reply, I've been out on vacation.

As soon as I get a little bit of free time I'll pull down the update you've 
made to your repository and see if I can reproduce. I mainly checked for the 
resize issue when I was looking earlier. It's possible there's also a different 
leak. I definitely agree with moving it to native is our best long term 
solution but at the moment I don't have the bandwidth to dedicate to this.

The example code that I've been running is actually the same as what you posted 
originally.

As a side note, there is ongoing work being done by @nswamy to provide a much 
better solution to scala memory management. Feel free to take a look at the 
[design](https://cwiki.apache.org/confluence/display/MXNET/JVM+Memory+Management).
 Hopefully, once this work is finished all the leaking issues will be resolved.

[ Full content available at: 
https://github.com/apache/incubator-mxnet/issues/10867 ]
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